TY - GEN
T1 - Towards an Image Encryption Scheme with Content-Based Image Retrieval Properties
AU - Domingos, Henrique João Lopes
PY - 2015
Y1 - 2015
N2 - In this paper we introduce a new secure cryptographic scheme, named IES-CBIR, specifically designed for images and their outsourced storage and retrieval in large private image repositories. Our solution enables both encrypted storage and querying using Content Based Image Retrieval (CBIR), while preserving privacy. We have implemented a prototype system around the proposed scheme, and experimentally analyzed its performance when compared to similar proposals for privacy-preserving image retrieval. Our results show that IES-CBIR allows more efficient operations than existing proposals, both in terms of time and space overheads, while enabling less restrictive application scenarios. LookInside Chapter Metrics Downloads100 Provided byBookmetrix Other actions Export citation About this Book Reprints and Permissions Add to Papers Share Share this content on FacebookShare this content on TwitterShare this content on LinkedIn
AB - In this paper we introduce a new secure cryptographic scheme, named IES-CBIR, specifically designed for images and their outsourced storage and retrieval in large private image repositories. Our solution enables both encrypted storage and querying using Content Based Image Retrieval (CBIR), while preserving privacy. We have implemented a prototype system around the proposed scheme, and experimentally analyzed its performance when compared to similar proposals for privacy-preserving image retrieval. Our results show that IES-CBIR allows more efficient operations than existing proposals, both in terms of time and space overheads, while enabling less restrictive application scenarios. LookInside Chapter Metrics Downloads100 Provided byBookmetrix Other actions Export citation About this Book Reprints and Permissions Add to Papers Share Share this content on FacebookShare this content on TwitterShare this content on LinkedIn
KW - Data and computation outsourcing
KW - Privacy-preserving content-based image retrieval (CBIR)
KW - Encrypted data processing
U2 - 10.1007/978-3-319-17016-9_20
DO - 10.1007/978-3-319-17016-9_20
M3 - Conference contribution
SN - 978-3-319-17015-2
T3 - Lecture Notes in Computer Science
SP - 311
EP - 318
BT - Data Privacy Management, Autonomous Spontaneous Security, and Security Assurance
PB - Springer
T2 - DPM 2014 - 9th International Workshop on Data Privacy Management, ESORICS 2014
Y2 - 1 January 2014
ER -